Which of the following is a characteristic of unsupervised learning in neural ne
Practice Questions
Q1
Which of the following is a characteristic of unsupervised learning in neural networks?
Requires labeled data
Focuses on classification tasks
Identifies patterns without labels
Optimizes for accuracy
Questions & Step-by-Step Solutions
Which of the following is a characteristic of unsupervised learning in neural networks?
Step 1: Understand what unsupervised learning is. It is a type of machine learning where the model learns from data that does not have labeled outputs.
Step 2: Recognize that the goal of unsupervised learning is to discover patterns or structures in the data on its own.
Step 3: Identify that in unsupervised learning, the model analyzes the input data to group similar items or find relationships without any guidance from labeled data.
